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Optimal Crowd-Powered Rating and Filtering Algorithms
Summary: Optimal crowd-powered filtering for data management; relaxes prior assumptions. Two approaches: a generalization yielding optimal but intractable solutions, and an efficient near-optimal strategy; achieves up to 30% error reduction in peer evaluation.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 10945
- Venue
- VLDB
- Year
- 2014
- Pagerank
- 6.149053e-05
- Overall Rank
- 4,479 | 68.85%
- DOI
-
-
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 12 of 12 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 2,792 |
Finish Them!: Pricing Algorithms for Human Computation |
2014 |
VLDB |
8.1197186e-05 |
| 2,797 |
Query-Oriented Data Cleaning with Oracles |
2015 |
SIGMOD |
8.1108589e-05 |
| 3,322 |
iCrowd: An Adaptive Crowdsourcing Framework |
2015 |
SIGMOD |
7.2230626e-05 |
| 5,734 |
Efficient Algorithms for Crowd-Aided Categorization |
2020 |
VLDB |
5.3482904e-05 |
| 7,117 |
Crowdsourced Data Management: Overview and Challenges |
2017 |
SIGMOD |
4.826509e-05 |
| 7,780 |
A Natural Language Interface for Querying General and Individual Knowledge |
2015 |
VLDB |
4.6533677e-05 |
| 8,517 |
Understanding Workers, Developing Effective Tasks, and Enhancing Marketplace Dynamics: A Study of a Large Crowdsourcing Marketplace |
2017 |
VLDB |
4.4943871e-05 |
| 8,694 |
Managing General and Individual Knowledge in Crowd Mining Applications |
2015 |
CIDR |
4.4661379e-05 |
| 9,678 |
Interactive Graph Search for Multiple Targets on DAGs |
2025 |
VLDB |
4.3047774e-05 |
| 10,091 |
LLM-Powered Interactive Graph Search: A Scalable and Practical Approach |
2026 |
SIGMOD |
4.1945683e-05 |
| 11,788 |
CDB: Optimizing Queries with Crowd-Based Selections and Joins |
2017 |
SIGMOD |
4.1945683e-05 |
| 11,902 |
The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing |
2015 |
SIGMOD |
4.1945683e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Semantically Similar Papers
| Overall Rank |
Paper |
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Pagerank |
| 7,023 |
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2015 |
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4.8576599e-05 |
| 11,810 |
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2017 |
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| 4,579 |
Crowdsourced Top-k Algorithms: An Experimental Evaluation |
2016 |
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6.070469e-05 |
| 11,707 |
A Rating-Ranking Method for Crowdsourced Top-k Computation |
2018 |
SIGMOD |
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| 4,827 |
An Online Cost Sensitive Decision-Making Method in Crowdsourcing Systems |
2013 |
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| 11,902 |
The Importance of Being Expert: Efficient Max-Finding in Crowdsourcing |
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SIGMOD |
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| 8,362 |
Minimizing Efforts in Validating Crowd Answers |
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SIGMOD |
4.5366717e-05 |
| 5,734 |
Efficient Algorithms for Crowd-Aided Categorization |
2020 |
VLDB |
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| 7,178 |
Towards Globally Optimal Crowdsourcing Quality Management: The Uniform Worker Setting |
2016 |
SIGMOD |
4.8085946e-05 |
| 1,164 |
CrowdScreen: Algorithms for Filtering Data with Humans |
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SIGMOD |
0.00013564823 |